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an open-source solution: Vizro as a template for a low-code dashboard, and Vizro-AI to build the individual charts with generative AI.
This is a local LLM chatbot project with RAG for processing PDF input files
In this article, Dr. Leon Eversberg explains how to build an advanced Local Language Model (LLM) Retrieval-Augmented Generation (RAG) pipeline using open-source bi-encoders and cross-encoders for better chatbot performance.
This article explains what temperature is in the context of language models, how it works, its relationship to beam search, and how output generation can still go haywire despite these techniques.
The Towards Data Science team highlights recent articles on the rise of open-source LLMs, ethical considerations with chatbots, potential manipulation of LLM recommendations, and techniques for temperature scaling and re-ranking in generative AI.
Google's Gemini Pro model in NotebookLM can now create study guides, FAQs, quizzes, and even spoken dialogue discussions. This new feature allows students to learn in an interactive and personalized way by connecting physics and basketball through AI-generated examples.
